Skill comparison
Compare agent skills before installing.
Put high-signal skills side by side and inspect quality, adoption, freshness, install readiness, use-case fit, and warnings in one place.
Comparing 4 skills
Use this as a shortlist, then open the skill detail page before adopting.
Decision summary
PentestGPT is the strongest overall pick here because it has a 100/100 readiness score and fits Coding agents.
Strongest overall
PentestGPT
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
PentestGPT
Best first install candidate based on install readiness and adoption.
Freshest repo
AI Agents Frameworks
Most recent maintenance signal among this shortlist.
| Signal | AI Agents Frameworks The ultimate playground to learn, experiment with, and compare modern open-source AI agent frameworks — from basics to production-ready setups. | PentestGPT Automated Penetration Testing Agentic Framework Powered by Large Language Models | Webwright A simple SWE style browser agent framework that achieves SOTA results on long horizon web tasks. | AutoAgent "AutoAgent: Fully-Automated and Zero-Code LLM Agent Framework" |
|---|---|---|---|---|
| Quality | 80/100 Strong | 100/100 Excellent | 100/100 Excellent | 93/100 Excellent |
| Decision verdict | 91/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack. | 100/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack. | 100/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack. | 96/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack. |
| Adoption | 579 stars 0 installs | 14K stars 0 installs | 5.5K stars 0 installs | 9.4K stars 0 installs |
| Freshness | Jun 9, 2026 | Jun 7, 2026 | Jun 3, 2026 | Oct 16, 2025 |
| Use-case fit | ||||
| Stack fit | ||||
| Platform hints | Python, LLM, Claude Code | Python, LLM, Claude Code | Python, LLM, Claude Code, Browser agents | Python, LLM, Claude Code |
| Warnings | No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet | No major risk signals from current metadata |
| Best for | Coding agents workflows · Claude Code teams · teams that value GitHub adoption signals | Coding agents workflows · Claude Code teams · teams that value GitHub adoption signals | Coding agents workflows · Claude Code teams · teams that value GitHub adoption signals | Coding agents workflows · Claude Code teams · teams that value GitHub adoption signals |
| Not ideal for | teams that need a vendor-supported SLA · high-compliance environments without internal security review | teams that need a vendor-supported SLA · high-compliance environments without internal security review | teams that need a vendor-supported SLA · high-compliance environments without internal security review | teams that need a vendor-supported SLA · high-compliance environments without internal security review |
| OpenAgentSkill engagement | 0 views 0 install copies | 0 views 0 install copies | 0 views 0 install copies | 1 views 0 install copies |
| Install | $ npx skills add martimfasantos/ai-agents-frameworks | $ npx skills add GreyDGL/PentestGPT | $ npx skills add microsoft/Webwright | $ npx skills add HKUDS/AutoAgent |